Table 2.
Performance comparison of DNA6mA-MINT with existing techniques on different species with 5- and 10-fold cross-validation.
| Model | Species | Folds | SN | SP | ACC | MCC | auROC |
|---|---|---|---|---|---|---|---|
| iDNA6mA-PseKNC | M. musculus | 5 | 0.869 | 1 | 0.935 | 0.877 | 0.974 |
| Rice | 5 | 0.569 | 0.721 | 0.641 | 0.394 | 0.896 | |
| Combined-species | 5 | 0.762 | 0.769 | 0.765 | 0.531 | 0.844 | |
| csDMA | M. musculus | 5 | 0.932 | 1 | 0.966 | 0.935 | 0.974 |
| Rice | 5 | 0.842 | 0.880 | 0.861 | 0.723 | 0.923 | |
| Combined-species | 5 | 0.863 | 0.735 | 0.799 | 0.603 | 0.879 | |
| ilM-CNN | M. musculus | 5 | 0.938 | 1 | 0.969 | 0.941 | 0.971 |
| Rice | 5 | 0.841 | 0.914 | 0.875 | 0.752 | 0.934 | |
| Combined-species | 5 | 0.869 | 0.780 | 0.824 | 0.651 | 0.892 | |
| 6mA-Finder | M. musculus | 10 | 0.9349 | 1 | 0.9674 | 0.935 | 0.9954 |
| Rice | 10 | - | - | - | - | 0.9394 | |
| Combined-species | 10 | - | - | - | - | 0.9207 | |
| DNA6mA-MINT | M. musculus | 5 | 0.9531 | 1 | 0.9766 | 0.9543 | 0.980 |
| Rice | 5 | 0.8621 | 0.9195 | 0.8908 | 0.7829 | 0.950 | |
| Combined-species | 5 | 0.9182 | 0.9409 | 0.9295 | 0.8593 | 0.950 | |
| DNA6mA-MINT | M. musculus | 10 | 0.9427 | 1 | 0.9714 | 0.9444 | 0.98 |
| Rice | 10 | 0.9425 | 0.908 | 0.9253 | 0.8511 | 0.950 | |
| Combined-species | 10 | 0.9318 | 0.9321 | 0.932 | 0.8639 | 0.960 |